Phd Position Physics-informed Learning and Layered Control Architectures for High-tech Greenhouses

PhD Position Physics-Aware Foundation Models for Climate Research- Job description This PhD project will address the following fundamental challenges on how to achieve this for practical large-scale systems.: - Developing a large-scale physically consistent FM: You will integrate atmosphere, surface, and subsurface earth observations to develop FMs for...

PhD Position Physics-Based and Experimental Data-Driven Cardiovascular Disease Modeling- **_Drive forward the field of in silico medicine by leveraging physics-based and experimental data-driven techniques to improve our understanding of the ageing cardiovascular system._** Job description Cardiovascular disease remains a leading cause of morbidity and...

**PhD Positions in Scientific Machine Learning for Extreme Fluid Dynamics**: **Job description**: Climate change and the race to decarbonize our society is making extreme events in fluids more prevalent. These are rare events where the flow suddenly takes extreme states far from its normal state. Among these, one can cite extreme atmospheric events leading...

PhD Position Explainable Reinforcement Learning for Maintenance Planning under Uncertainty- Improve safety in aviation by developing explainable AI systems that optimize maintenance planning under uncertainty. Job description The goal of this PhD is to harness the power of Reinforcement Learning (RL) to enhance air transport planning under uncertainty. It...

PhD Position Safe Learning for Interconnected Systems- Job description The successful applicants will work on algorithms and techniques to make Safe Learning (SL) for Large Interconnected Systems a reality. This is a unique opportunity to develop and test new AI techniques for complex interconnected systems, such as those in future (6G and beyond)...

**PhD Position Chemical Engineering: Technology for Electrochemical Membrane Processes**: **_How to make conversion of CO2 into sustainable chemicals a reality?_** **Job description**: The energy transition impacts all energy - and chemistry-related processes. Two rapidly growing fields in this sector are 1) and conversion of renewable electricity into...

**PhD Position Data-Driven Monitoring and Control Using Off-Gas Spectroscopy in Bioprocesses**: **Job description**: Collaboration Team PhD project The PhD position in this vacancy will focus on the development, implementation, and validation of quantiative and fingerprint-based data-driven models using (near) real-time novel spectroscopic off-gas data....

A cardiovascular digital twin is a physics-based computer simulation that models an individual's health and disease states to aid decision-making. These high-fidelity models are often computationally expensive, limiting their personalization and real-time clinical use. In this project, we aim to develop highly efficient data-driven surrogate models for...

4 PhD positions in Aerodynamic Performance Assesment and Enhancement of Flettner Rotors for Wind Assisted Ship Propulsion- **_The maritime industry is under pressure to reach the net-zero Greenhouse Gas target set for 2050 on international shipping to alleviate the climate crisis. A strong collaboration between industry, research institutes, and universities...

In this PhD project we will develop novel mathematical cognitive models that represent social and cognitive interactions of humans, as well as novel control architectures (based on model-based predictive control methods and/or game theory), and we will incorporate them into multi-agent architectures to realize optimal human-machine teamwork. This PhD...

**PhD Position Off-Gas Spectroscopy for Physiology and Process Biomarker**: **Job description**: Collaboration Team PhD project The PhD position in this vacancy will focus on the discovery of novel volatile bioprocess biomarkers using (near) real-time novel spectroscopic off-gas techniques. In this project, you will have the opportunity to work with yeast...

Metals play a critical role in the sustainable technological growth of our society. With recent breakthroughs in materials discovery, several new sustainable alloys are on the horizon. However, determining how these materials behave and optimizing methods for processing of these materials is a challenge. This is largely due to the difficulty in modelling...

PhD Position Technology for Electrochemical Membrane Processes- **_How to make conversion of CO2 into sustainable chemicals a reality?_** Job description The energy transition impacts all energy - and chemistry-related processes. Two rapidly growing fields in this sector are 1) and conversion of renewable electricity into synthetic chemicals and fuels,...

Computer Vision / Machine Learning Intern VACANCY CODE: PS-008 INTERNSHIP - HYBRID - ASAP (5 - 8 Months) - **Who we are **_ FOTONIQ is set for advancing its greenhouse solutions with smart technology. Its diffuse coating PAR+ brings consistent diffuse sunlight all year-round, enhancing crop yields and improving energy use efficiency in glass greenhouses....

We are looking for a motivated candidate to work on the topics of theoretical machine learning, specifically in the domain of sequential decision-making, which includes bandit problems and theoretical reinforcement learning. The primary objective of this project is to analyze and design learning algorithms and provide formal guarantees regarding their...

PhD Position Particle Free Contactless Wafer Handling- Job description The fast and accurate handling, transportation, and positioning of thin, sensitive substrates, such as Si-wafers, solar cells, and flat panel display glass panels are all core operations in production and manufacturing systems in high-tech industry, and substrate handling systems can be...

PhD Position Particle Free Contactless Wafer Handling- Job description The fast and accurate handling, transportation, and positioning of thin, sensitive substrates, such as Si-wafers, solar cells, and flat panel display glass panels are all core operations in production and manufacturing systems in high-tech industry, and substrate handling systems can be...

**PhD Position Magnetic Imaging of Spin Waves and Superconductors Using Spins in Diamond**: **Job description**: Research in the van der Sar lab: Our lab studies how interacting charges and spins move through materials at the micro-to-nano-scale. To this end, the lab has developed a technique for imaging _spin waves_ - microscopic waves in magnetic materials...

PhD Position Free-Flight Aerodynamics and Aeroelasticity- Job description 1) Develop a control system for the lateral and longitudinal stability of the drone; 3) Develop and assess a facility for the free-flight investigation of the aerodynamic and aeroelastic responses of the drone; The project will be jointly conducted within the ASM and FPT departments...

PhD Position Data-Efficient Machine Learning for Context-Sensitive Affective Computing- **_Challenge: Explore context-sensitivity of affect detection and data-efficient algorithms addresssing it._** **_ Impact: Increased performance and robustness in real-world settings (e.g. healthcare)._** Job description We seek a PhD student interested in working with...